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Notebook: Covid Data Visualization

Importing modules

Task 1:

Task 1.1:

Loading the Dataset

Task 1.2:

let's check the dataframe

let's check the shape of the dataframe

Task 2.1 :

let's do some preprocessing

What do you want to do here is to have data from the datethat the first COVID19 confirmed case has been recorded in each of the countries. For doing that, I have to get all of the rows that the confirmed column is more than zero.

you can see, I have the data related to each off the countries from the first date that the first confirmed cases has been recorded in those countries.

let's see Global spread of Covid19

Task 2.2 : Exercise

Let's see Global deaths of Covid19

Task 3.1:

Let's Visualize how intensive the Covid19 Transmission has been in each of the country

let's start with an example:

Rate of infection = Calculate first derivative of "Confirmed" column

Task 3.2:

Let's Calculate Maximum infection rate for all of the countries

Task 3.3:

let's create a new Dataframe

Let's plot the barchart : maximum infection rate of each country

log_y changes the scale of y axis

Task 4: Let's See how National Lockdowns Impacts Covid19 transmission in Italy

COVID19 pandemic lockdown in Italy

On 9 March 2020, the government of Italy under Prime Minister Giuseppe Conte imposed a national quarantine, restricting the movement of the population except for necessity, work, and health circumstances, in response to the growing pandemic of COVID-19 in the country. source

let's get data related to italy

lets check the dataframe

let's calculate the infection rate in Italy

ok! now let's do the visualization

Task 5: Let's See how National Lockdowns Impacts Covid19 active cases in Italy

let's calculate number of active cases day by day

let's check the dataframe again

now let's plot a line chart to compare COVID19 national lockdowns impacts on spread of the virus and number of active cases

Folium - Geospatial Data

10 Areas in England reported highest number of Omicron cases (11 Dec 2021)

https://www.express.co.uk/news/uk/1534277/omicron-covid-england-cases-evg